mlsanityData to 7 Oct 2026

Papers

New on arXiv

Sat 13 Jul 2024

109 papers

  1. An Autonomous GIS Agent Framework for Geospatial Data RetrievalLLM agents and tool use → Multimodal and embodied agents
  2. AtomAgents: Alloy design and discovery through physics-aware multi-modal multi-agent artificial intelligenceLLM agents and tool use → Medical and scientific domain agents
  3. Document-level Clinical Entity and Relation Extraction via Knowledge Base-Guided GenerationRetrieval-augmented generation → Medical and biomedical RAG
  4. A Training Data Recipe to Accelerate A* Search with Language ModelsLLM reasoning → Test-time compute and efficient thinking
  5. Hydra: Bidirectional State Space Models Through Generalized Matrix MixersState-space sequence models (S4, Mamba) → Core SSM architectures for language
  6. DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image SegmentationDiffusion models → Medical imaging and segmentation
  7. Cohesive Conversations: Enhancing Authenticity in Multi-Agent Simulated DialoguesLLM agents and tool use → General LLM agent frameworks and benchmarks
  8. PSC: Posterior Sampling-Based CompressionDiffusion models → Diffusion for compression and wireless
  9. Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive TasksLLM agents and tool use → General LLM agent frameworks and benchmarks
  10. OptiBench Meets ReSocratic: Measure and Improve LLMs for Optimization ModelingLLM reasoning → Test-time compute and efficient thinking
  11. VLMPC: Vision-Language Model Predictive Control for Robotic ManipulationMultimodal LLMs / vision-language models → Embodied and 3D vision-language models
  12. 3D Weakly Supervised Semantic Segmentation with 2D Vision-Language GuidanceMultimodal LLMs / vision-language models → Embodied and 3D vision-language models
  13. MaskMoE: Boosting Token-Level Learning via Routing Mask in Mixture-of-ExpertsMixture-of-experts → Expert routing strategies
  14. CellAgent: An LLM-driven Multi-Agent Framework for Automated Single-cell Data AnalysisLLM agents and tool use → Medical and scientific domain agents
  15. Dense Multimodal Alignment for Open-Vocabulary 3D Scene UnderstandingMultimodal LLMs / vision-language models → Embodied and 3D vision-language models
  16. Prototype Clustered Diffusion Models for Versatile Inverse ProblemsDiffusion models → Inverse problems and image restoration
  17. Speech Slytherin: Examining the Performance and Efficiency of Mamba for Speech Separation, Recognition, and SynthesisState-space sequence models (S4, Mamba) → Speech and audio SSMs
  18. Partial-differential-algebraic equations of nonlinear dynamics by Physics-Informed Neural-Network: (I) Operator splitting and framework assessment
  19. Bilingual Adaptation of Monolingual Foundation Models
  20. Beyond KV Caching: Shared Attention for Efficient LLMs
  21. A Survey of Distance-Based Vessel Trajectory Clustering: Data Pre-processing, Methodologies, Applications, and Experimental Evaluation
  22. Empowering Graph Invariance Learning with Deep Spurious Infomax
  23. Imbalanced Graph-Level Anomaly Detection via Counterfactual Augmentation and Feature Learning
  24. Generating In-store Customer Journeys from Scratch with GPT Architectures
  25. Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator
  26. Deep deterministic policy gradient with symmetric data augmentation for lateral attitude tracking control of a fixed-wing aircraft
  27. Kolmogorov-Arnold Networks: A Critical Assessment of Claims, Performance, and Practical Viability
  28. ST-RetNet: A Long-term Spatial-Temporal Traffic Flow Prediction Method
  29. SemiAdv: Query-Efficient Black-Box Adversarial Attack with Unlabeled Images
  30. Causality extraction from medical text using Large Language Models (LLMs)
  31. Characterizing Disparity Between Edge Models and High-Accuracy Base Models for Vision Tasks
  32. Identification of Average Causal Effects in Confounded Additive Noise Models
  33. Sim-to-Real Domain Adaptation for Deformation Classification
  34. Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond
  35. A Dynamic Algorithm for Weighted Submodular Cover Problem
  36. Imbalances in Neurosymbolic Learning: Characterization and Mitigating Strategies
  37. Pay Less On Clinical Images: Asymmetric Multi-Modal Fusion Method For Efficient Multi-Label Skin Lesion Classification
  38. Distributed computing for physics-based data-driven reduced modeling at scale: Application to a rotating detonation rocket engine
  39. Curriculum Is More Influential Than Haptic Information During Reinforcement Learning of Object Manipulation Against Gravity
  40. PFPs: Prompt-guided Flexible Pathological Segmentation for Diverse Potential Outcomes Using Large Vision and Language Models
  41. MedLeak: Multimodal Medical Data Leakage in Secure Federated Learning with Crafted Models
  42. Optimizing ROI Benefits Vehicle ReID in ITS
  43. Learning Online Scale Transformation for Talking Head Video Generation
  44. TrIM: Transformed Iterative Mondrian Forests for Gradient-based Dimension Reduction and High-Dimensional Regression
  45. Partner in Crime: Boosting Targeted Poisoning Attacks against Federated Learning
  46. LFFR: Logistic Function For (single-output) Regression
  47. PSO Fuzzy XGBoost Classifier Boosted with Neural Gas Features on EEG Signals in Emotion Recognition
  48. Low-Rank Interconnected Adaptation across Layers
  49. Minimizing PLM-Based Few-Shot Intent Detectors
  50. WojoodNER 2024: The Second Arabic Named Entity Recognition Shared Task
  51. LeRF: Learning Resampling Function for Adaptive and Efficient Image Interpolation
  52. Evaluating the Impact of Different Quantum Kernels on the Classification Performance of Support Vector Machine Algorithm: A Medical Dataset Application
  53. Metric Learning for Clifford Group Equivariant Neural Networks
  54. Region-aware Image-based Human Action Retrieval with Transformers
  55. MutDet: Mutually Optimizing Pre-training for Remote Sensing Object Detection
  56. Arbitrary-Scale Video Super-Resolution with Structural and Textural Priors
  57. Emotion Detection through Body Gesture and Face
  58. SensEmo: Enabling Affective Learning through Real-time Emotion Recognition with Smartwatches
  59. Global Reinforcement Learning: Beyond Linear and Convex Rewards via Submodular Semi-gradient Methods
  60. Learning a Mini-batch Graph Transformer via Two-stage Interaction Augmentation
  61. Transferring Structure Knowledge: A New Task to Fake news Detection Towards Cold-Start Propagation
  62. NamedCurves: Learned Image Enhancement via Color Naming
  63. FarFetched: Entity-centric Reasoning and Claim Validation for the Greek Language based on Textually Represented Environments
  64. Speech-Copilot: Leveraging Large Language Models for Speech Processing via Task Decomposition, Modularization, and Program Generation
  65. sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting
  66. Model-free Distortion Canceling and Control of Quantum Devices
  67. SeFi-CD: A Semantic First Change Detection Paradigm That Can Detect Any Change You Want
  68. Resource Management for Low-latency Cooperative Fine-tuning of Foundation Models at the Network Edge
  69. ML-SemReg: Boosting Point Cloud Registration with Multi-level Semantic Consistency
  70. A Systematic Survey of Natural Language Processing for the Greek Language
  71. IFTR: An Instance-Level Fusion Transformer for Visual Collaborative Perception
  72. Building pre-train LLM Dataset for the INDIC Languages: a case study on Hindi
  73. Image Compression for Machine and Human Vision with Spatial-Frequency Adaptation
  74. Free-form Grid Structure Form Finding based on Machine Learning and Multi-objective Optimisation
  75. Text-Based Detection of On-Hold Scripts in Contact Center Calls
  76. Towards Understanding Epoch-wise Double descent in Two-layer Linear Neural Networks
  77. Eliminating Feature Ambiguity for Few-Shot Segmentation
  78. Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation
  79. Investigating Low-Rank Training in Transformer Language Models: Efficiency and Scaling Analysis
  80. LiveHPS++: Robust and Coherent Motion Capture in Dynamic Free Environment
  81. Size and Smoothness Aware Adaptive Focal Loss for Small Tumor Segmentation
  82. NativQA: Multilingual Culturally-Aligned Natural Query for LLMs
  83. VividDreamer: Invariant Score Distillation For Hyper-Realistic Text-to-3D Generation
  84. AraFinNLP 2024: The First Arabic Financial NLP Shared Task
  85. Empowering Whisper as a Joint Multi-Talker and Target-Talker Speech Recognition System
  86. Preserving the Privacy of Reward Functions in MDPs through Deception
  87. Asynchronous Feedback Network for Perceptual Point Cloud Quality Assessment
  88. IoT-LM: Large Multisensory Language Models for the Internet of Things
  89. ScaleFlow++: Robust and Accurate Estimation of 3D Motion from Video
  90. Team up GBDTs and DNNs: Advancing Efficient and Effective Tabular Prediction with Tree-hybrid MLPs
  91. Convex space learning for tabular synthetic data generation
  92. Training with Explanations Alone: A New Paradigm to Prevent Shortcut Learning
  93. Semi-supervised 3D Object Detection with PatchTeacher and PillarMix
  94. Unsupervised 3D Point Cloud Completion via Multi-view Adversarial Learning
  95. Layout-and-Retouch: A Dual-stage Framework for Improving Diversity in Personalized Image Generation
  96. Graph Transformers: A Survey
  97. Learning Weighted Finite Automata over the Max-Plus Semiring and its Termination
  98. ContextualStory: Consistent Visual Storytelling with Spatially-Enhanced and Storyline Context
  99. ICCV23 Visual-Dialog Emotion Explanation Challenge: SEU_309 Team Technical Report
  100. LLM-Collaboration on Automatic Science Journalism for the General Audience
All 109
  1. Biased Backpressure Routing Using Link Features and Graph Neural Networks
  2. TASeg: Temporal Aggregation Network for LiDAR Semantic Segmentation
  3. SocialRec: User Activity Based Post Weighted Dynamic Personalized Post Recommendation System in Social Media
  4. Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes
  5. Sparse Asymptotic PCA: Identifying Sparse Latent Factors Across Time Horizon in High-Dimensional Time Series
  6. Positive and Unlabeled Data: Model, Estimation, Inference, and Classification
  7. Textured-GS: Gaussian Splatting with Spatially Defined Color and Opacity
  8. Neural Operator-Based Proxy for Reservoir Simulations Considering Varying Well Settings, Locations, and Permeability Fields
  9. On Mitigating Code LLM Hallucinations with API Documentation